Multi-objective optimization modeling of interference in home health care sensors

Mohammad Mahmoud Mohammad Hamdan; Muneer Bani Yassein; Hisham A. Shehadeh

doi:10.1109/INNOVATIONS.2015.7381543

Multi-objective optimization modeling of interference in home health care sensors

Mohammad Mahmoud Mohammad Hamdan, Muneer Bani Yassein, Hisham A. Shehadeh

School of Mathematical & Computer Sciences

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

12 Citations (Scopus)

Abstract

Health monitoring system has been an important application in the last decade. There are many types of health sensors that make this system worth and real like wearable sensor, bed sensor and ECG sensor. Primarily, these sensors operate on the license-free 2.4-GHz industrial, scientific, and medical band (ISM). This feature makes this system not only easily applicable, but also probably vulnerable to intrusion and interference by other appliances that works on this band like Wi-Fi and microwave oven. In this paper we introduce and discuss the modeling of a multi objective problem with consideration on the aspects that affect these models. We try to maximize energy efficiency and packet throughput. The work has been tested using three evolutionary algorithms: SPEA-II, NSGA-II and OMOPSO.

Original language	English
Title of host publication	2015 11th International Conference on Innovations in Information Technology (IIT)
Publisher	IEEE
Pages	219-224
Number of pages	6
ISBN (Print)	9781467385091
DOIs	https://doi.org/10.1109/INNOVATIONS.2015.7381543
Publication status	Published - 2015
Event	11th International Conference on Innovations in Information Technology 2015 - Dubai, United Arab Emirates Duration: 1 Nov 2015 → 3 Nov 2015

Conference

Conference	11th International Conference on Innovations in Information Technology 2015
Abbreviated title	IIT 2015
Country/Territory	United Arab Emirates
City	Dubai
Period	1/11/15 → 3/11/15

Keywords

Health care System
IEEE 802.15.4/Zigbee
Interference Sources (ISs)
Wireless Body Area Network (WBAN)

ASJC Scopus subject areas

Computer Networks and Communications
Computer Science Applications
Communication

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

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10.1109/INNOVATIONS.2015.7381543

Cite this

@inproceedings{b7d117e83e204dd99df07c94acc64ede,

title = "Multi-objective optimization modeling of interference in home health care sensors",

abstract = "Health monitoring system has been an important application in the last decade. There are many types of health sensors that make this system worth and real like wearable sensor, bed sensor and ECG sensor. Primarily, these sensors operate on the license-free 2.4-GHz industrial, scientific, and medical band (ISM). This feature makes this system not only easily applicable, but also probably vulnerable to intrusion and interference by other appliances that works on this band like Wi-Fi and microwave oven. In this paper we introduce and discuss the modeling of a multi objective problem with consideration on the aspects that affect these models. We try to maximize energy efficiency and packet throughput. The work has been tested using three evolutionary algorithms: SPEA-II, NSGA-II and OMOPSO.",

keywords = "Health care System, IEEE 802.15.4/Zigbee, Interference Sources (ISs), Wireless Body Area Network (WBAN)",

author = "Hamdan, {Mohammad Mahmoud Mohammad} and Yassein, {Muneer Bani} and Shehadeh, {Hisham A.}",

year = "2015",

doi = "10.1109/INNOVATIONS.2015.7381543",

language = "English",

isbn = "9781467385091",

pages = "219--224",

booktitle = "2015 11th International Conference on Innovations in Information Technology (IIT)",

publisher = "IEEE",

address = "United States",

note = "11th International Conference on Innovations in Information Technology 2015, IIT 2015 ; Conference date: 01-11-2015 Through 03-11-2015",

}

Hamdan, MMM, Yassein, MB & Shehadeh, HA 2015, Multi-objective optimization modeling of interference in home health care sensors. in 2015 11th International Conference on Innovations in Information Technology (IIT). IEEE, pp. 219-224, 11th International Conference on Innovations in Information Technology 2015, Dubai, United Arab Emirates, 1/11/15. https://doi.org/10.1109/INNOVATIONS.2015.7381543

TY - GEN

T1 - Multi-objective optimization modeling of interference in home health care sensors

AU - Hamdan, Mohammad Mahmoud Mohammad

AU - Yassein, Muneer Bani

AU - Shehadeh, Hisham A.

PY - 2015

Y1 - 2015

N2 - Health monitoring system has been an important application in the last decade. There are many types of health sensors that make this system worth and real like wearable sensor, bed sensor and ECG sensor. Primarily, these sensors operate on the license-free 2.4-GHz industrial, scientific, and medical band (ISM). This feature makes this system not only easily applicable, but also probably vulnerable to intrusion and interference by other appliances that works on this band like Wi-Fi and microwave oven. In this paper we introduce and discuss the modeling of a multi objective problem with consideration on the aspects that affect these models. We try to maximize energy efficiency and packet throughput. The work has been tested using three evolutionary algorithms: SPEA-II, NSGA-II and OMOPSO.

AB - Health monitoring system has been an important application in the last decade. There are many types of health sensors that make this system worth and real like wearable sensor, bed sensor and ECG sensor. Primarily, these sensors operate on the license-free 2.4-GHz industrial, scientific, and medical band (ISM). This feature makes this system not only easily applicable, but also probably vulnerable to intrusion and interference by other appliances that works on this band like Wi-Fi and microwave oven. In this paper we introduce and discuss the modeling of a multi objective problem with consideration on the aspects that affect these models. We try to maximize energy efficiency and packet throughput. The work has been tested using three evolutionary algorithms: SPEA-II, NSGA-II and OMOPSO.

KW - Health care System

KW - IEEE 802.15.4/Zigbee

KW - Interference Sources (ISs)

KW - Wireless Body Area Network (WBAN)

UR - http://www.scopus.com/inward/record.url?scp=84969884858&partnerID=8YFLogxK

U2 - 10.1109/INNOVATIONS.2015.7381543

DO - 10.1109/INNOVATIONS.2015.7381543

M3 - Conference contribution

AN - SCOPUS:84969884858

SN - 9781467385091

SP - 219

EP - 224

BT - 2015 11th International Conference on Innovations in Information Technology (IIT)

PB - IEEE

T2 - 11th International Conference on Innovations in Information Technology 2015

Y2 - 1 November 2015 through 3 November 2015

ER -

Multi-objective optimization modeling of interference in home health care sensors

Abstract

Conference

Keywords

ASJC Scopus subject areas

UN SDGs

Access to Document

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Cite this